Low-light 3D Reconstruction on RealX3D
24.9PSNR (BlueHawaii)NAKA-GS
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NAKA-GS2026.04 | 24.9 | 81.1 | 0.361 | 20.82 | 63.7 | 0.375 | 21.54 | 87.4 | 0.187 | 17.98 | 73.9 | 0.399 | 22.62 | 82.3 | 0.316 | 19.29 | 82.2 | 0.331 | 20.12 | 74.8 | 0.275 | 14.1 | 44.6 | 0.498 | 25.97 | 82.9 | 0.331 | 20.82 | 74.8 | 0.341 | |
| I2-NeRF2026.04 | 18.08 | 65.7 | 0.546 | 19.77 | 57.1 | 0.561 | 12.68 | 60.8 | 0.493 | 12.22 | 51.1 | 0.543 | 16.34 | 63 | 0.486 | 14.78 | 64.9 | 0.544 | 17.08 | 54.3 | 0.488 | 9.64 | 27.7 | 0.648 | 19.02 | 66.6 | 0.474 | 15.51 | 56.8 | 0.532 | |
| LITA-GS2026.04 | 17.3 | 62.4 | 0.546 | 17.94 | 54.1 | 0.557 | 13.07 | 64.3 | 0.326 | 10.9 | 34.4 | 0.521 | 17.56 | 59.7 | 0.435 | 12.74 | 57.3 | 0.478 | 18.97 | 55.7 | 0.448 | 12.84 | 34.3 | 0.588 | 18.82 | 65.6 | 0.497 | 15.57 | 54.2 | 0.488 | |
| AlethNeRF2026.04 | 15.84 | 57.2 | 0.717 | 11.53 | 40.6 | 0.692 | 13.49 | 55.2 | 0.612 | 8.82 | 21.7 | 0.671 | 14.14 | 48.4 | 0.696 | 13.49 | 56.7 | 0.725 | 13.25 | 45.2 | 0.688 | 12.22 | 20.8 | 0.891 | 14.12 | 54.4 | 0.646 | 12.99 | 44.5 | 0.704 | |
| Luminance-GS2026.04 | 11.2 | 46.5 | 0.779 | 7.33 | 36.2 | 0.779 | 14.82 | 53.6 | 0.534 | 8.09 | 41.1 | 0.737 | 8.88 | 37.2 | 0.614 | 9.67 | 53.2 | 0.766 | 11.33 | 46.2 | 0.625 | 9.79 | 29.3 | 0.655 | 9.36 | 46.3 | 0.882 | 10.05 | 43.3 | 0.708 | |
| 3DGS2026.04 | 7.49 | 5.5 | 0.671 | 7.89 | 8.4 | 0.645 | 4.42 | 6.4 | 0.625 | 6.9 | 8.1 | 0.658 | 7.59 | 4.1 | 0.61 | 6.15 | 5.2 | 0.653 | 7.46 | 6.2 | 0.65 | 5.85 | 1.8 | 0.733 | 6.23 | 6.2 | 0.683 | 6.66 | 5.8 | 0.659 |